simData

<p>Simulated data set for a quick test. The data set is a list with six
components:  covariates <code>"X"</code>, survival times <code>"time"</code>,
event status <code>"status"</code>. The R code for generating the simulated data
is given in the Examples.</p>

datasets

An implementation of Bayesian survival models with graph-structured selection priors for sparse identification of omics features predictive of survival (Madjar et al., 2021 <doi:10.1186/s12859-021-04483-z>) and its extension to use a fixed graph via a Markov Random Field (MRF) prior for capturing known structure of omics features, e.g. disease-specific pathways from the Kyoto Encyclopedia of Genes and Genomes database (Hermansen et al., 2025 <doi:10.48550/arXiv.2503.13078>).

Zhi Zhao

BayesSurvive

Bayesian Survival Models for High-Dimensional Data

Waldir Leoncio

Katrin Madjar

Tobias Østmo Hermansen

Manuela Zucknick

Jörg Rahnenführer

simData function

<p>An object of class <code>list</code> of length 3.</p>

Format

Simulated survival data — simData

Simulated survival data

simData: Simulated survival data

Description

Usage

Arguments

Format